approximate-nearest-neighbor-search

pgvector 是一个Postgres的向量相似搜索插件

#搜索#Weaviate 是一个开源矢量数据库，它同时存储对象和矢量，允许将矢量搜索与结构化过滤与云原生数据库的容错和可扩展性相结合，所有这些都可以通过 GraphQL、REST 和各种语言客户端访问。

一个近似最近邻(ANN) C++/Python库，针对内存使用以及磁盘加载/保存操作进行了优化。

#搜索#Developer-friendly, embedded retrieval engine for multimodal AI. Search More; Manage Less.

#大语言模型#Postgres with GPUs for ML/AI apps.

#向量搜索引擎#分布式近似最近邻搜索（ANN）库，为大规模向量搜索场景提供高质量的向量索引构建、搜索和分布式在线服务工具包。

#搜索#The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.

#搜索#Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

#搜索#🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .

Vald. A Highly Scalable Distributed Vector Search Engine

Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data

A Python nearest neighbor descent for approximate nearest neighbors

#计算机科学#PostgreSQL vector database extension for building AI applications

Some useful tips for faiss

#计算机科学#TOROS N2 - lightweight approximate Nearest Neighbor library which runs fast even with large datasets

PECOS - Prediction for Enormous and Correlated Spaces

Framework for evaluating ANNS algorithms on billion scale datasets.

#搜索#An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.

Pure python implementation of product quantization for nearest neighbor search

Fast approximate nearest neighbor searching in Rust, based on HNSW index